arXiv · Machine Learning Theory· Jialin Zhu, Xing Liu, Feixiang He, He Wang·· 4 hr agoAI score25
Multi-Bandwidth Distribution Matching Distillation:证明 Distribution Matching Distillation 与 Drifting Models 等价
Multi-Bandwidth Distribution Matching Distillation: On the Equivalence of Distribution Matching Distillation and Drifting Models
AI brief
研究证明,把预训练 Diffusion 与 Flow Style 生成模型(DFSGMs)的速度场/噪声场转换为 Drifting Models 的吸引力场,并从生成分布估计排斥力场后,训练 Drifting Model 与 Distribution Matching Distillation(DMD/DMD2)天然等价。
Source: arXiv · Machine Learning Theory · arxiv.org